Toward Visibility Guaranteed Visual Servoing Control of Quadrotor UAVs
This paper studies the visibility problem in the visual servoing control of quadrotor unmanned aerial vehicles (UAVs). Visual servoing is a useful technique for the inspection, positioning, landing, and tracking of quadrotor UAVs. However, one prerequisite in previous research works is that the visu...
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Veröffentlicht in: | IEEE/ASME transactions on mechatronics 2019-06, Vol.24 (3), p.1087-1095 |
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description | This paper studies the visibility problem in the visual servoing control of quadrotor unmanned aerial vehicles (UAVs). Visual servoing is a useful technique for the inspection, positioning, landing, and tracking of quadrotor UAVs. However, one prerequisite in previous research works is that the visual target stays inside the field of view of the camera for all time. While lose sight of the visual target will result in fatal failure of the task, how to guarantee this prerequisite is often overlooked. In this paper, we aim to achieve reliable visual servoing by deriving a provable solution to guarantee visibility in quadrotor visual serving control. The main idea is to ensure the forward invariance of a set using control barrier functions. The set is constructed as the visible set, which specifies the upper bound of the distance between the center of the image plane and the coordinates of visual features in the image plane. Then, the visibility constraint is developed based on control barrier function. The original control inputs are minimally modified to satisfy the visibility constraint, thus preserving visibility. Finally, some simulations and experimental results are presented to validate this method. |
doi_str_mv | 10.1109/TMECH.2019.2906430 |
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Visual servoing is a useful technique for the inspection, positioning, landing, and tracking of quadrotor UAVs. However, one prerequisite in previous research works is that the visual target stays inside the field of view of the camera for all time. While lose sight of the visual target will result in fatal failure of the task, how to guarantee this prerequisite is often overlooked. In this paper, we aim to achieve reliable visual servoing by deriving a provable solution to guarantee visibility in quadrotor visual serving control. The main idea is to ensure the forward invariance of a set using control barrier functions. The set is constructed as the visible set, which specifies the upper bound of the distance between the center of the image plane and the coordinates of visual features in the image plane. Then, the visibility constraint is developed based on control barrier function. The original control inputs are minimally modified to satisfy the visibility constraint, thus preserving visibility. Finally, some simulations and experimental results are presented to validate this method.</description><identifier>ISSN: 1083-4435</identifier><identifier>EISSN: 1941-014X</identifier><identifier>DOI: 10.1109/TMECH.2019.2906430</identifier><identifier>CODEN: IATEFW</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Cameras ; Constraint modelling ; Control barrier function ; Field of view ; Positioning devices (machinery) ; quadrotor ; Robot kinematics ; Servocontrol ; Target tracking ; Task analysis ; unmanned aerial vehicle ; Unmanned aerial vehicles ; Unmanned helicopters ; Upper bounds ; Visibility ; Visual servoing ; Visualization</subject><ispartof>IEEE/ASME transactions on mechatronics, 2019-06, Vol.24 (3), p.1087-1095</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c361t-df1e577ef0f77dd11720286cdcef68479c9a590c205e5c50cbefc0ec61c909d73</citedby><cites>FETCH-LOGICAL-c361t-df1e577ef0f77dd11720286cdcef68479c9a590c205e5c50cbefc0ec61c909d73</cites><orcidid>0000-0001-8757-0679 ; 0000-0002-9959-1634 ; 0000-0003-4807-6605 ; 0000-0002-1943-1535</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8671723$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8671723$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Zheng, Dongliang</creatorcontrib><creatorcontrib>Wang, Hesheng</creatorcontrib><creatorcontrib>Wang, Jingchuan</creatorcontrib><creatorcontrib>Zhang, Xiufeng</creatorcontrib><creatorcontrib>Chen, Weidong</creatorcontrib><title>Toward Visibility Guaranteed Visual Servoing Control of Quadrotor UAVs</title><title>IEEE/ASME transactions on mechatronics</title><addtitle>TMECH</addtitle><description>This paper studies the visibility problem in the visual servoing control of quadrotor unmanned aerial vehicles (UAVs). Visual servoing is a useful technique for the inspection, positioning, landing, and tracking of quadrotor UAVs. However, one prerequisite in previous research works is that the visual target stays inside the field of view of the camera for all time. While lose sight of the visual target will result in fatal failure of the task, how to guarantee this prerequisite is often overlooked. In this paper, we aim to achieve reliable visual servoing by deriving a provable solution to guarantee visibility in quadrotor visual serving control. The main idea is to ensure the forward invariance of a set using control barrier functions. The set is constructed as the visible set, which specifies the upper bound of the distance between the center of the image plane and the coordinates of visual features in the image plane. Then, the visibility constraint is developed based on control barrier function. The original control inputs are minimally modified to satisfy the visibility constraint, thus preserving visibility. 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Visual servoing is a useful technique for the inspection, positioning, landing, and tracking of quadrotor UAVs. However, one prerequisite in previous research works is that the visual target stays inside the field of view of the camera for all time. While lose sight of the visual target will result in fatal failure of the task, how to guarantee this prerequisite is often overlooked. In this paper, we aim to achieve reliable visual servoing by deriving a provable solution to guarantee visibility in quadrotor visual serving control. The main idea is to ensure the forward invariance of a set using control barrier functions. The set is constructed as the visible set, which specifies the upper bound of the distance between the center of the image plane and the coordinates of visual features in the image plane. Then, the visibility constraint is developed based on control barrier function. 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subjects | Cameras Constraint modelling Control barrier function Field of view Positioning devices (machinery) quadrotor Robot kinematics Servocontrol Target tracking Task analysis unmanned aerial vehicle Unmanned aerial vehicles Unmanned helicopters Upper bounds Visibility Visual servoing Visualization |
title | Toward Visibility Guaranteed Visual Servoing Control of Quadrotor UAVs |
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